Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning
Andrew Silva, Matthew Gombolay, Taylor W. Killian, Ivan Jimenez, Sung-Hyun Son
2020International Conference on Artificial Intelligence and Statistics41 citations
Topics & Concepts
Reinforcement learningDifferentiable functionArtificial intelligenceComputer scienceDecision treeMachine learningMathematical optimizationMathematicsMathematical analysisExplainable Artificial Intelligence (XAI)Statistical and Computational ModelingReinforcement Learning in Robotics